Ben Recht
10 papers · 2006–2021 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (30) π Academic Marathon Β· Full π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Pioneer
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Keyword Pioneer
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Keyword Trendsetter Combo
(3)
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Trend Setter
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Conference Pioneer
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Century Club Β· Bronze
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Keyword Collector
(72)
Venues
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Research topics
Keywords
convex optimization
(2)
low-rank approximation
(2)
feature selection
(2)
non-convex optimization
(2)
transductive learning
(1)
manifold learning
(1)
stochastic gradient descent
(1)
matrix factorization
(1)
feature learning
(1)
compressive sensing
(1)
lyapunov function
(1)
multi-label learning
(1)
group sparsity
(1)
collaborative filtering
(1)
neural network optimization
(1)
large-scale optimization
(1)
semi-supervised learning
(1)
compressed sensing
(1)
transductive classification
(1)
dimensionality reduction
(1)
Papers
A Lyapunov Analysis of Accelerated Methods in Optimization
JMLR 2021
Low-rank Solutions of Linear Matrix Equations via Procrustes Flow
ICML 2016
Train faster, generalize better: Stability of stochastic gradient descent
ICML 2016
A General Analysis of the Convergence of ADMM
ICML 2015
Factoring nonnegative matrices with linear programs
NeurIPS 2012
Query Complexity of Derivative-Free Optimization
NeurIPS 2012
Universal Measurement Bounds for Structured Sparse Signal Recovery
AISTATS 2012
Practical Large-Scale Optimization for Max-norm Regularization
NeurIPS 2010
Transduction with Matrix Completion: Three Birds with One Stone
NeurIPS 2010
Unsupervised Regression with Applications to Nonlinear System Identification
NeurIPS 2006